ads-budget
PopularPlan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, ROAS target, or investment tradeoffs.
Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, ROAS target, or investment tradeoffs.
Budget and Bidding
- Establish objective, conversion value, gross margin, cash constraints, sales
capacity, attribution uncertainty, seasonality, and platform minimum evidence. - Normalize spend and outcomes to comparable windows and definitions.
- Calculate break-even boundaries and show formulas, inputs, uncertainty, and
sensitivity cases. - Distinguish committed baseline, controlled experiments, and reserve capacity.
- Compare hold, reallocate, scale, reduce, or experiment options using marginal
evidence rather than blended averages alone. - Return a decision-complete plan with platform/campaign amount, timing, owner,
guardrails, success measure, and rollback trigger.
Rules such as 70/20/10, fixed CPA multiples, fixed budget-to-CPA ratios, and fixed
percentage scaling are optional heuristics, never universal authorization.
